@article{areyousureyourepositiveconsolidatingchai,
  title = {Are You Sure You're Positive? Consolidating Chain-of-Thought Agents with Uncertainty Quantification for Aspect-Category Sentiment Analysis},
  author = {Filippos Ventirozos and Peter Appleby and Matthew Shardlow},
  year = {2025},
  eprint = {2508.17258},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.17258},
}